From 564b01f993de5a6dcd8edaffc8dd35d8cde21daf Mon Sep 17 00:00:00 2001 From: 512song Date: Fri, 6 Oct 2023 17:38:17 +0800 Subject: [PATCH] 20231006 --- 体测单位/长炼医院.ipynb | 413 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 413 insertions(+) diff --git a/体测单位/长炼医院.ipynb b/体测单位/长炼医院.ipynb index 52704ef..c7f0836 100644 --- a/体测单位/长炼医院.ipynb +++ b/体测单位/长炼医院.ipynb @@ -4,6 +4,7 @@ "cell_type": "markdown", "id": "55644860-57e6-466b-b6e9-e6fdd807498d", "metadata": { + "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1124,6 +1125,418 @@ "wb.save(filename)" ] }, + { + "cell_type": "markdown", + "id": "16473cee-7ca6-4092-a29a-ce0de31af247", + "metadata": {}, + "source": [ + "## 汇总学生得分" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "38b01352-28cc-448f-8ca7-19d61cbeebc0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-06T07:40:45.818048Z", + "iopub.status.busy": "2023-10-06T07:40:45.817653Z", + "iopub.status.idle": "2023-10-06T07:40:46.111376Z", + "shell.execute_reply": "2023-10-06T07:40:46.110921Z", + "shell.execute_reply.started": "2023-10-06T07:40:45.818014Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ok\n" + ] + } + ], + "source": [ + "import json\n", + "import openpyxl\n", + "\n", + "filename = 'data/长岭学生名单.json'\n", + "with open(filename,'r') as fl:\n", + " dict2 = json.load(fl)\n", + "dict1 = {}\n", + "wb = openpyxl.load_workbook('data/长岭学生体测成绩表.xlsx')\n", + "sheet = wb.active\n", + "for n in range(2, sheet.max_row+1):\n", + " if sheet.cell(n,1).value is not None:\n", + " code = str(sheet.cell(n,1).value)\n", + " dict1[code] = dict2[code]\n", + " dict1[code]['grade'] = dict2[code]['unit'][:1]\n", + " if sheet.cell(n,5).value is not None:\n", + " dict1[code]['BMI'] = int(sheet.cell(n,5).value)\n", + " if sheet.cell(n,6).value is not None:\n", + " dict1[code]['肺活量'] = int(sheet.cell(n,6).value)\n", + " if sheet.cell(n,7).value is not None:\n", + " dict1[code]['坐位体前屈'] = int(sheet.cell(n,7).value)\n", + " if sheet.cell(n,8).value is not None:\n", + " dict1[code]['50米跑'] = int(sheet.cell(n,8).value)\n", + " if sheet.cell(n,9).value is not None:\n", + " dict1[code]['一分钟跳绳'] = int(sheet.cell(n,9).value)\n", + " if sheet.cell(n,10).value is not None:\n", + " dict1[code]['仰卧起坐'] = int(sheet.cell(n,10).value)\n", + " if sheet.cell(n,11).value is not None:\n", + " dict1[code]['往返跑'] = int(sheet.cell(n,11).value)\n", + " \n", + "filename = f'data/score_长岭学生.json'\n", + "\n", + "with open(filename, 'w') as fl:\n", + " json.dump(dict1, fl, ensure_ascii=False)\n", + "print('ok') \n", + " \n", + " \n", + " " + ] + }, + { + "cell_type": "markdown", + "id": "48ed4623-63db-4abc-bf42-3873df1bff03", + "metadata": {}, + "source": [ + "## 计算学生总分及平均分" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "ab7cc750-bff0-44ec-8652-21f8dc3100ef", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-06T07:50:23.851597Z", + "iopub.status.busy": "2023-10-06T07:50:23.851131Z", + "iopub.status.idle": "2023-10-06T07:50:23.884379Z", + "shell.execute_reply": "2023-10-06T07:50:23.883103Z", + "shell.execute_reply.started": "2023-10-06T07:50:23.851548Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ok\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "filename = f'data/score_长岭学生.json'\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl)\n", + "items =['BMI','肺活量','坐位体前屈','50米跑','一分钟跳绳','仰卧起坐','往返跑']\n", + "for k, v in dict1.items():\n", + " i = 0\n", + " t_score = 0\n", + " for item in items:\n", + " if item in v.keys():\n", + " i+=1\n", + " t_score = t_score + v[item]\n", + " dict1[k]['总分'] = t_score\n", + " dict1[k]['平均分'] =round(t_score/i,2)\n", + " dict1[k]['项目数'] = i\n", + "with open(filename, 'w') as fl:\n", + " json.dump(dict1, fl, ensure_ascii=False)\n", + "print('ok') " + ] + }, + { + "cell_type": "markdown", + "id": "0c903c43-8577-4075-b9bb-7fb37ec1a685", + "metadata": {}, + "source": [ + "## 统计男女学生数据" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "5e15984f-0747-48ea-b71e-ffc8e30775c9", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-06T07:58:16.601462Z", + "iopub.status.busy": "2023-10-06T07:58:16.600990Z", + "iopub.status.idle": "2023-10-06T07:58:16.616444Z", + "shell.execute_reply": "2023-10-06T07:58:16.615337Z", + "shell.execute_reply.started": "2023-10-06T07:58:16.601425Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "男性学生人数： 281\n", + "男性学生平均成绩： 71.68982206405693\n", + "女性学生人数： 237\n", + "女性学生平均成绩： 73.33818565400843\n", + "参加测试学生人数： 518\n", + "所有学生平均成绩： 72.44399613899613\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "filename = f'data/score_长岭学生.json'\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl)\n", + "\n", + "n = 0\n", + "f = 0\n", + "m = 0\n", + "m_score = 0\n", + "f_score = 0\n", + "for k, v in dict1.items():\n", + " if v['sex'] == '男':\n", + " m+=1\n", + " m_score = m_score + v['平均分']\n", + " else:\n", + " f+=1\n", + " f_score = f_score + v['平均分']\n", + "print('男性学生人数：',m)\n", + "print('男性学生平均成绩：',m_score/m)\n", + "print('女性学生人数：',f)\n", + "print('女性学生平均成绩：',f_score/f)\n", + "print('参加测试学生人数：',f+m)\n", + "print('所有学生平均成绩：',(f_score+m_score)/(f+m)) \n", + " " + ] + }, + { + "cell_type": "markdown", + "id": "016c6e24-5f4e-4eee-9d01-de93c745fa0d", + "metadata": {}, + "source": [ + "## 统计各年级学生数据" + ] + }, + { + "cell_type": "markdown", + "id": "1de34752-0ed3-4601-9f55-88df263b3a62", + "metadata": {}, + "source": [ + "### 按年级整理数据" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "bb71c8d2-e445-48c3-8673-84c965f6efe2", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-06T08:46:27.643939Z", + "iopub.status.busy": "2023-10-06T08:46:27.643406Z", + "iopub.status.idle": "2023-10-06T08:46:27.677668Z", + "shell.execute_reply": "2023-10-06T08:46:27.676266Z", + "shell.execute_reply.started": "2023-10-06T08:46:27.643901Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ok\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "filename = f'data/score_长岭学生.json'\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl)\n", + "grade =['一','二','三','四','五','六']\n", + "dict2 = {}\n", + "items =['BMI','肺活量','坐位体前屈','50米跑','一分钟跳绳','仰卧起坐','往返跑']\n", + "for k, v in dict1.items():\n", + " sex = v['sex']\n", + " dict2.setdefault(v['grade'],{})\n", + " dict2[v['grade']].setdefault(sex,{})\n", + " for item in v.keys():\n", + " if item in items:\n", + " dict2[v['grade']][sex].setdefault(item,[0.00,0,0])\n", + " dict2[v['grade']][sex][item][0] = dict2[v['grade']][sex][item][0]+v[item]\n", + " dict2[v['grade']][sex][item][1] = dict2[v['grade']][sex][item][1] + 1\n", + " dict2[v['grade']][sex][item][2] = round(dict2[v['grade']][sex][item][0]/dict2[v['grade']][sex][item][1],2)\n", + "filename = f'data/grade_长岭学生.json'\n", + "\n", + "with open(filename, 'w') as fl:\n", + " json.dump(dict2, fl, ensure_ascii=False)\n", + "print('ok') " + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "35558059-3e86-4e74-8fde-794d1b2933c4", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-06T09:09:19.094296Z", + "iopub.status.busy": "2023-10-06T09:09:19.093852Z", + "iopub.status.idle": "2023-10-06T09:09:19.120750Z", + "shell.execute_reply": "2023-10-06T09:09:19.119594Z", + "shell.execute_reply.started": "2023-10-06T09:09:19.094259Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ok\n" + ] + } + ], + "source": [ + "import json\n", + "\n", + "filename = f'data/score_长岭学生.json'\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl)\n", + "grade =['一','二','三','四','五','六']\n", + "dict2 = {}\n", + "items =['BMI','肺活量','坐位体前屈','50米跑','一分钟跳绳','仰卧起坐','往返跑']\n", + "for k, v in dict1.items():\n", + " sex = v['sex']\n", + " dict2.setdefault(v['grade'],{}) \n", + " for item in v.keys():\n", + " if item in items:\n", + " dict2[v['grade']].setdefault(item,[0.00,0,0])\n", + " dict2[v['grade']][item][0] = dict2[v['grade']][item][0]+v[item]\n", + " dict2[v['grade']][item][1] = dict2[v['grade']][item][1] + 1\n", + " dict2[v['grade']][item][2] = round(dict2[v['grade']][item][0]/dict2[v['grade']][item][1],2)\n", + "filename = f'data/grade_长岭学生(不区分性别).json'\n", + "\n", + "with open(filename, 'w') as fl:\n", + " json.dump(dict2, fl, ensure_ascii=False)\n", + "print('ok') " + ] + }, + { + "cell_type": "markdown", + "id": "3e5e1db3-3f2a-42b4-afb4-5249067ef441", + "metadata": {}, + "source": [ + "### 按年级计算平均分" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "68de3c86-53e5-470f-9afb-6781df3c1449", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-06T09:01:17.624309Z", + "iopub.status.busy": "2023-10-06T09:01:17.623830Z", + "iopub.status.idle": "2023-10-06T09:01:17.635805Z", + "shell.execute_reply": "2023-10-06T09:01:17.634865Z", + "shell.execute_reply.started": "2023-10-06T09:01:17.624272Z" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "六年级测试得分情况：\n", + "男生测试得分情况： 74.24\n", + "女生测试得分情况： 74.14\n", + "年级测试得分情况： 74.19\n", + "五年级测试得分情况：\n", + "男生测试得分情况： 72.11\n", + "女生测试得分情况： 72.54\n", + "年级测试得分情况： 72.33\n", + "四年级测试得分情况：\n", + "男生测试得分情况： 69.87\n", + "女生测试得分情况： 71.98\n", + "年级测试得分情况： 70.93\n", + "三年级测试得分情况：\n", + "男生测试得分情况： 67.49\n", + "女生测试得分情况： 71.17\n", + "年级测试得分情况： 69.33\n", + "二年级测试得分情况：\n", + "男生测试得分情况： 75.3\n", + "女生测试得分情况： 76.06\n", + "年级测试得分情况： 75.68\n", + "一年级测试得分情况：\n", + "男生测试得分情况： 72.66\n", + "女生测试得分情况： 73.44\n", + "年级测试得分情况： 73.05\n" + ] + } + ], + "source": [ + "filename = f'data/grade_长岭学生.json'\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl)\n", + "for k, v in dict1.items():\n", + " print(f'{k}年级测试得分情况：')\n", + " i = 0\n", + " m_score = 0\n", + " for k1,v1 in v['男'].items():\n", + " i+=1\n", + " m_score = m_score + v1[0]/v1[1]\n", + " print(f'男生测试得分情况：',round(m_score/i,2))\n", + " n = 0\n", + " f_score = 0\n", + " for k1,v1 in v['女'].items():\n", + " n+=1\n", + " f_score = f_score + v1[0]/v1[1]\n", + " print(f'女生测试得分情况：',round(f_score/n,2))\n", + " print(f'年级测试得分情况：',round((m_score+f_score)/(i+n),2))" + ] + }, + { + "cell_type": "markdown", + "id": "da69c668-57e7-41bb-b4c6-5eac86d7e2b8", + "metadata": {}, + "source": [ + "### 按年级计算项目平均分" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eae0a7f3-ae42-499d-8b65-667b0b320dff", + "metadata": {}, + "outputs": [], + "source": [ + "filename = f'data/grade_长岭学生.json'\n", + "\n", + "with open(filename,'r') as fl:\n", + " dict1 = json.load(fl)\n", + "items =['BMI','肺活量','坐位体前屈','50米跑','一分钟跳绳','仰卧起坐','往返跑']\n", + "for k, v in dict1.items():\n", + " print(f'{k}年级测试得分情况：')\n", + " f = 0\n", + " m = 0\n", + " f_score = 0\n", + " m_score = 0\n", + " for item in items:\n", + " for k1,v1 in v['男'].items():\n", + " if item in v1.keys():\n", + " \n", + " \n", + " i+=1\n", + " score = score + v1[0]/v1[1]" + ] + }, { "cell_type": "markdown", "id": "6cd42cb2-37a4-44e8-87cb-afd71b32e81f",